> For the complete documentation index, see [llms.txt](https://docs.xyo.network/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.xyo.network/about-xyo/core-paradigms-of-xyo.md). # Core Paradigms of XYO XYO is built around a set of guiding paradigms that make its tech distinct: * **Off-Chain Data, On-Chain Proof**: Securely hash and verify data without exposing the content. * **Data Rollups for Scale**: Group transactions or data inputs to reduce cost and increase speed. * **Decentralized Witnessing**: Devices observe and confirm multiple data points, rolled up for efficient verification. * **Sovereign Participation**: Individuals and organizations maintain control over the data they produce and validate. * **Decentralization Through Efficiency:** By shrinking node requirements XYO allows more people—not just corporations—to run nodes. These concepts make it possible to create specific XYO solutions such as: * **Proof of Location:** Prevent spoofed and fraudulent location data. * **Proof of Origin:** Prevent or detect fraud through data origin and production affirmation. * **Chain of Chains:** Merge individual Proof of Origin chains into a shared, decentralized global state. * **Ground-Truth Validation:** Cryptographically validate user actions in the physical world. as well as allowing industries to: * **Track and monetize** real-world data * Create **scalable Web3 apps** with fast, low-cost transactions * Operate transparently and efficiently **at global scale** --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter: ``` GET https://docs.xyo.network/about-xyo/core-paradigms-of-xyo.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.